Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
An inquiry into the nature and causes of the wealth of internet miscreants
Proceedings of the 14th ACM conference on Computer and communications security
User interactions in social networks and their implications
Proceedings of the 4th ACM European conference on Computer systems
Covertly probing underground economy marketplaces
DIMVA'10 Proceedings of the 7th international conference on Detection of intrusions and malware, and vulnerability assessment
A Study of a Social Behavior inside the Online Black Markets
SECURWARE '10 Proceedings of the 2010 Fourth International Conference on Emerging Security Information, Systems and Technologies
LEET'11 Proceedings of the 4th USENIX conference on Large-scale exploits and emergent threats
Priceless: the role of payments in abuse-advertised goods
Proceedings of the 2012 ACM conference on Computer and communications security
A preliminary analysis of vulnerability scores for attacks in wild: the ekits and sym datasets
Proceedings of the 2012 ACM Workshop on Building analysis datasets and gathering experience returns for security
Anatomy of exploit kits: preliminary analysis of exploit kits as software artefacts
ESSoS'13 Proceedings of the 5th international conference on Engineering Secure Software and Systems
Why forums?: an empirical analysis into the facilitating factors of carding forums
Proceedings of the 5th Annual ACM Web Science Conference
Examining the Forces Shaping Cybercrime Markets Online
Social Science Computer Review
Survey and taxonomy of botnet research through life-cycle
ACM Computing Surveys (CSUR)
Follow the green: growth and dynamics in twitter follower markets
Proceedings of the 2013 conference on Internet measurement conference
Trafficking fraudulent accounts: the role of the underground market in Twitter spam and abuse
SEC'13 Proceedings of the 22nd USENIX conference on Security
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Underground forums, where participants exchange information on abusive tactics and engage in the sale of illegal goods and services, are a form of online social network (OSN). However, unlike traditional OSNs such as Facebook, in underground forums the pattern of communications does not simply encode pre-existing social relationships, but instead captures the dynamic trust relationships forged between mutually distrustful parties. In this paper, we empirically characterize six different underground forums --- BlackHatWorld, Carders, HackSector, HackE1ite, Freehack, and L33tCrew --- examining the properties of the social networks formed within, the content of the goods and services being exchanged, and lastly, how individuals gain and lose trust in this setting.